Lehr- und Forschungseinheit für Datenbanksysteme

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Anna Beer

Research Assistant


Ludwig-Maximilians-Universität München
Lehrstuhl für Datenbanksysteme und Data Mining
Oettingenstraße 67
80538 München

Room: F 106
Phone: +49-89-2180-9309

Research Interests:

  • Clustering
  • Spectral Clustering
  • High-Dimensional Data
  • Anytime Clustering
  • Outlier Detection
  • Graphs and Networks





Supervised Theses:

  • On Optimizing Parameter Settings for Clustering Algorithms
  • Linear Unsupervised Correlation Clustering transferring Knowledge from Cluster Algorithms
  • Statistic-based Internal Quality measures for Clustering
  • A Multlilabel Clustering Approach based on Attribute-Dependent Density
  • Clustering using Inverse Heat Kernels
  • Variants of Spectral Clustering
  • kNN in High-Dimensional Data
  • Interactive Spectral Clustering
  • Comparison of Different Grid Construction Methods in Clustering
  • Angle-Based Clustering
  • A kNN-based Clustering Approach
  • Anytime Outlier Detection based on Distributions and k-Means
  • Subspace Clustering with kNN
  • Gamification of Subspace Clustering via Visual Analytics
  • Linear Correlation Clustering auf Basis der nächsten Nachbarn
  • Chaindetection for DBSCAN
  • Using a Semi-Pseudometric for Clustering High Dimensional Data
  • Clustering Multidimensional Data using Fitted Grid Size
  • Clustern von Punktmengen basierend auf dynamischer Dichte

Publications and accepted Papers: